>DATA INTEGRATION
Fusing satellite, GIS, and external datasets.
I source and harmonize the best available data — from NASA, ESA, OpenStreetMap, and other providers — into a unified, analysis-ready layer. All inputs are validated, co-registered, and documented.
>ANALYSIS & MODELLING
Spatial algorithms built for your specific question.
I design and run a bespoke analytical workflow — whether that's a suitability model, change detection, predictive mapping, or custom index. Every step is documented so results are reproducible and auditable.
>DELIVERY
Maps, reports, and dashboards your team can use today.
Outputs are tailored to your workflow — a PDF report, a styled GIS dataset, an interactive dashboard, or an automated pipeline. I walk you through the results and support integration with your existing systems.
From raw data to decisions you can act on.
Every project follows the same four-phase methodology — built to ensure results are accurate, reproducible, and immediately useful to your team.
>DISCOVERY
Understanding your problem and data landscape.
I start with a focused consultation to define your goals, constraints, and existing data assets. This shapes every decision that follows — from which data sources to use to what the final deliverable looks like.
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CORE PRINCIPLES
No black boxes
Every analytical step is documented. You know exactly how each output was derived.
Vendor-neutral
I select tools based on your needs, not on software licenses or partnerships.
Reproducible
Workflows are scripted and version-controlled so analyses can be rerun or updated.
Outcome-focused
I measure success by whether your team can act effectively on the results.
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Ready to start a project?
Tell us your challenge and I'll scope it together — no commitment needed.
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